Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 2491.778394 2690.852035 2891.088826 3107.286580 3333.814637 3563.847585 3814.792257
2025-07-27 2161.525068 2460.651583 2771.520044 3117.516436 3490.664936 3879.847227 4315.299562
2025-08-03 1936.193924 2295.200100 2677.623186 3112.852999 3592.021337 4101.171114 4680.765660
2025-08-10 1776.239943 2179.896514 2618.954799 3127.936121 3697.746024 4312.240082 5021.253621
2025-08-17 1625.889428 2061.107412 2543.715748 3112.603298 3759.024790 4465.242437 5289.643591
2025-08-24 1522.995089 1987.565750 2511.611992 3138.399131 3859.760245 4656.552072 5595.798921
2025-08-31 1407.342242 1891.043261 2446.039237 3119.368034 3903.900608 4779.592202 5821.386601
2025-09-07 1343.755368 1851.674883 2443.007263 3169.080942 4023.782833 4986.050737 6139.459561
2025-09-14 1266.443548 1790.835343 2410.453285 3180.469790 4096.153432 5135.831883 6391.157279
2025-09-21 1189.241746 1725.733960 2369.031111 3177.943787 4149.378754 5261.328450 6613.260331
2025-09-28 1085.830010 1622.453219 2276.587819 3109.894879 4121.412770 5289.422988 6720.112422
2025-10-05 1071.532687 1631.789005 2322.009035 3208.586114 4292.053004 5549.997816 7097.966003
2025-10-12 1031.620476 1606.837963 2324.401025 3255.033210 4401.250439 5740.429330 7397.059221
2025-10-19 977.900907 1561.257137 2298.922125 3265.584968 4466.104396 5878.050008 7634.369274
2025-10-26 921.431312 1509.166395 2262.789835 3260.777511 4510.560789 5990.167028 7840.727194
2025-11-02 877.521421 1471.942813 2244.030597 3276.326162 4578.862162 6130.091581 8079.727618
2025-11-09 823.819847 1418.598872 2202.091339 3260.520096 4606.828630 6220.293900 8258.609048
2025-11-16 790.282946 1391.929778 2194.039825 3287.111647 4686.880986 6373.192878 8512.608738
2025-11-23 741.312962 1340.904250 2151.570603 3267.493723 4707.593994 6452.826242 8677.671085
2025-11-30 721.431350 1331.051406 2163.861243 3318.736942 4817.460260 6641.520563 8974.886962
2025-12-07 688.599913 1300.584561 2146.853132 3330.475196 4876.441310 6767.253389 9195.553818
2025-12-14 652.691882 1263.845594 2119.871518 3327.871733 4916.242349 6868.744938 9386.401687
2025-12-21 596.492605 1193.525916 2043.874627 3257.727999 4867.437084 6858.857418 9439.772933